{"id":2212,"date":"2025-03-05T02:35:40","date_gmt":"2025-03-05T01:35:40","guid":{"rendered":"https:\/\/wp.unil.ch\/aail\/?p=2212"},"modified":"2025-03-05T02:35:41","modified_gmt":"2025-03-05T01:35:41","slug":"paper-published-a-new-machine-learning-approach-answers-what-if-questions","status":"publish","type":"post","link":"https:\/\/wp.unil.ch\/aail\/paper-published-a-new-machine-learning-approach-answers-what-if-questions\/","title":{"rendered":"Paper Published: A New Machine Learning Approach Answers What-If Questions"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img alt=\"\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/wp.unil.ch\/aail\/files\/2025\/03\/image-1024x683.png\" alt=\"\" class=\"wp-image-2213\" srcset=\"https:\/\/wp.unil.ch\/aail\/files\/2025\/03\/image-1024x683.png 1024w, https:\/\/wp.unil.ch\/aail\/files\/2025\/03\/image-300x200.png 300w, https:\/\/wp.unil.ch\/aail\/files\/2025\/03\/image-768x512.png 768w, https:\/\/wp.unil.ch\/aail\/files\/2025\/03\/image.png 1290w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>We are pleased to share that our latest research on Causal Machine Learning has been published in MIT Sloan Management Review!<\/p>\n\n\n\n<p>In this paper, Feuerriegel, S., von Krogh, G., &amp; Shrestha, E. dive into how causal ML can help organizations move beyond simple correlations to better predict the impact of different choices\u2014everything from R&amp;D investments to marketing campaigns.<\/p>\n\n\n\n<p>They also share insights from real-world implementations in manufacturing, finance, and more, highlighting how \u201cwhat if\u201d questions can lead to more informed decision-making and stronger business outcomes.<\/p>\n\n\n\n<p><br>Discover how Causal ML can transform your approach to data-driven strategy.<br><a href=\"https:\/\/sloanreview.mit.edu\/article\/a-new-machine-learning-approach-answers-what-if-questions\/\" data-type=\"link\" data-id=\"https:\/\/sloanreview.mit.edu\/article\/a-new-machine-learning-approach-answers-what-if-questions\/\">Read the full paper at MIT Sloan Management Review.<\/a><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>We are pleased to share that our latest research on Causal Machine Learning has been published in MIT Sloan Management &hellip; <\/p>\n","protected":false},"author":1002911,"featured_media":2213,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_seopress_robots_primary_cat":"","_seopress_titles_title":"","_seopress_titles_desc":"","_seopress_robots_index":"","footnotes":""},"categories":[25],"tags":[23],"class_list":{"0":"post-2212","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-news-out-campus","8":"tag-paper-published"},"_links":{"self":[{"href":"https:\/\/wp.unil.ch\/aail\/wp-json\/wp\/v2\/posts\/2212","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wp.unil.ch\/aail\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wp.unil.ch\/aail\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wp.unil.ch\/aail\/wp-json\/wp\/v2\/users\/1002911"}],"replies":[{"embeddable":true,"href":"https:\/\/wp.unil.ch\/aail\/wp-json\/wp\/v2\/comments?post=2212"}],"version-history":[{"count":1,"href":"https:\/\/wp.unil.ch\/aail\/wp-json\/wp\/v2\/posts\/2212\/revisions"}],"predecessor-version":[{"id":2214,"href":"https:\/\/wp.unil.ch\/aail\/wp-json\/wp\/v2\/posts\/2212\/revisions\/2214"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wp.unil.ch\/aail\/wp-json\/wp\/v2\/media\/2213"}],"wp:attachment":[{"href":"https:\/\/wp.unil.ch\/aail\/wp-json\/wp\/v2\/media?parent=2212"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wp.unil.ch\/aail\/wp-json\/wp\/v2\/categories?post=2212"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wp.unil.ch\/aail\/wp-json\/wp\/v2\/tags?post=2212"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}